conftrace_

electronic health record

266 papers

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Also known as

EHR

Co-occurring keywords

large language model (13587) question answering (2963) named entity recognition (2813) multimodal learning (4645) clinical note (94) text classification (6793) clinical nlp (172) clinical text (191) attention mechanism (4001) knowledge graph (1837)

Papers

BERT-XML: Large Scale Automated ICD Coding Using BERT Pretraining EMNLP 2020
Deep Mixed Effect Model Using Gaussian Processes: A Personalized and Reliable Prediction for Healthcare AAAI 2020
Knowledge Base Completion for Constructing Problem-Oriented Medical Records MLHC 2020
Utilizing Multimodal Feature Consistency to Detect Adversarial Examples on Clinical Summaries EMNLP 2020
A Natural Language Processing System for National COVID-19 Surveillance in the US Department of Veterans Affairs ACL 2020
Chemical and Textual Embeddings for Drug Repurposing AAAI 2020
Learning Conceptual-Contextual Embeddings for Medical Text AAAI 2020
DeepAlerts: Deep Learning Based Multi-Horizon Alerts for Clinical Deterioration on Oncology Hospital Wards AAAI 2020
Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer AAAI 2020
Extracting Adherence Information from Electronic Health Records COLING 2020
Temporal Phenotyping using Deep Predictive Clustering of Disease Progression ICML 2020
Characterizing the Value of Information in Medical Notes EMNLP 2020
A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events EMNLP 2020
Automatically Generating Psychiatric Case Notes From Digital Transcripts of Doctor-Patient Conversations NAACL 2019
Countdown Regression: Sharp and Calibrated Survival Predictions UAI 2019
DDL: Deep Dictionary Learning for Predictive Phenotyping IJCAI 2019
Medical Concept Embedding with Multiple Ontological Representations IJCAI 2019
A Novel System for Extractive Clinical Note Summarization using EHR Data NAACL 2019
Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings EMNLP 2019
Extracting Kinship from Obituary to Enhance Electronic Health Records for Genetic Research ACL 2019
Learning Phenotypes and Dynamic Patient Representations via RNN Regularized Collective Non-Negative Tensor Factorization AAAI 2019
Applications of Natural Language Processing in Clinical Research and Practice NAACL 2019
Leveraging Medical Literature for Section Prediction in Electronic Health Records IJCNLP 2019
Coherence-based Modeling of Clinical Concepts Inferred from Heterogeneous Clinical Notes for ICU Patient Risk Stratification CONLL 2019
Adversarial Learning of Privacy-Preserving Text Representations for De-Identification of Medical Records ACL 2019